Mapping blue-ice areas in Antarctica using ETM+ and MODIS data

Abstract Blue-ice areas (BIAs) and their geographical distribution in Antarctica were mapped using Landsat-7 ETM+ images with 15 m spatial resolution obtained during the 1999–2003 austral summers and covering the area north of 82.5° S, and a snow grain-size image of the MODIS-based Mosaic of Antarctica (MOA) dataset with 125 m grid spacing acquired during the 2003/04 austral summer from 82.5°S to the South Pole. A map of BIAs was created with algorithms of thresholds based on band ratio and reflectance for ETM+ data and thresholds based on snow grain size for the MOA dataset. The underlying principle is that blue ice can be separated from snow or rock by their spectral discrepancies and by different grain sizes of snow and ice. We estimate the total area of BIAs in Antarctica during the data acquisition period is 234 549 km2, or 1.67% of the area of the continent. Blue ice is scattered widely over the continent but is generally located in coastal or mountainous regions. The BIA dataset presented in this study is the first map covering the entire Antarctic continent sourced solely from ETM+ and MODIS data. This dataset can potentially benefit other studies in glaciology, meteorology, climatology and paleoclimate, meteorite collection and airstrip site selection.

[1]  P. Benoit Meteorites as surface exposure time markers on the blue ice fields of Antarctica: Episodic ice flow in Victoria land over the last 300,000 years , 1995 .

[2]  T. Painter,et al.  MODIS-based Mosaic of Antarctica (MOA) data sets: Continent-wide surface morphology and snow grain size , 2007 .

[3]  J. Moore,et al.  Inferences from stable water isotopes on the Holocene evolution of Scharffenbergbotnen blue-ice area, East Antarctica , 2007 .

[4]  P. Gong,et al.  An improved Landsat Image Mosaic of Antarctica , 2012, Science China Earth Sciences.

[5]  Jeff Dozier,et al.  Estimating snow grain size using AVIRIS data , 1993 .

[6]  J. Schutt,et al.  Ice motion and mass balance at the Allan Hills blue-ice area, Antarctica, with implications for paleoclimate reconstructions , 2012 .

[7]  J. Moore,et al.  Antarctic blue ice areas - towards extracting palaeoclimate information , 2010, Antarctic Science.

[8]  J. Moore,et al.  Dating Antarctic blue ice areas using a novel ice flow model , 2003 .

[9]  B. Lucchitta,et al.  Investigating Climate Change by Digital Analysis of Blue Ice Extent on Satellite Images of Antarctica , 1990, Annals of Glaciology.

[10]  M. R. van den Broeke,et al.  Local climate, circulation and surface-energy balance of an Antarctic blue-ice area , 1994, Annals of Glaciology.

[11]  R. DeConto,et al.  West Antarctic Ice Sheet elevations in the Ohio Range: Geologic constraints and ice sheet modeling prior to the last highstand , 2011 .

[12]  J. Dozier,et al.  A Hyperspectral Method for Remotely Sensing the Grain Size of Snow , 2000 .

[13]  K. Nishiizumi,et al.  Meteorites constrain the age of Antarctic ice at the Frontier Mountain blue ice field (northern Victoria Land) , 2006 .

[14]  Richard Bintanja,et al.  Surface albedo measurements over snow and blue ice in thematic mapper bands 2 and 4 in Dronning Maud Land, Antarctica , 2001 .

[15]  M. Broeke,et al.  The Surface Energy Balance of Antarctic Snow and Blue Ice , 1995 .

[16]  J. Dozier Spectral Signature of Alpine Snow Cover from the Landsat Thematic Mapper , 1989 .

[17]  J. Moore,et al.  Interpreting ancient ice in a shallow ice core from the South Yamato (Antarctica) blue ice area using flow modeling and compositional matching to deep ice cores , 2006 .

[18]  M. Mellor,et al.  Airfields on Antarctic glacier ice , 1989 .

[19]  B. Scheuchl,et al.  Ice Flow of the Antarctic Ice Sheet , 2011, Science.

[20]  M. Spasojević,et al.  The spectral extent of chorus in the off‐equatorial magnetosphere , 2013 .

[21]  Gerhard Krinner,et al.  The surface accumulation and ablation of a coastal blue-ice area near Cap Prudhomme, Terre Adélie, Antarctica , 2007, Journal of Glaciology.

[22]  K. Jezek,et al.  Blue ice areas and their topographical properties in the Lambert glacier, Amery Iceshelf system using Landsat ETM+, ICESat laser altimetry and ASTER GDEM data , 2011, Antarctic Science.

[23]  G. Liston,et al.  Melting, runoff and the formation of frozen lakes in a mixed snow and blue-ice field in Dronning Maud Land, Antarctica , 1996, Journal of Glaciology.

[24]  P. Mayewski,et al.  The last interglacial as represented in the glaciochemical record from Mount Moulton Blue Ice Area, West Antarctica , 2011 .

[25]  G. Liston,et al.  Meltwater production in Antarctic blue-ice areas: sensitivity to changes in atmospheric forcing , 1999 .

[26]  Lei Wang,et al.  Automated delineation of dry and melt snow zones in Antarctica using active and passive microwave observations from space , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[27]  M. R. van den Broeke,et al.  Meteorological regimes and accumulation patterns at Utsteinen, Dronning Maud Land, East Antarctica: Analysis of two contrasting years , 2013 .

[28]  Wouter H. Knap,et al.  The annual cycle of the surface energy balance , 1997 .

[29]  Ralph P. Harvey,et al.  The Origin and Significance of Antarctic Meteorites , 2003 .

[30]  Richard Bintanja,et al.  On the glaciological, meteorological, and climatological significance of Antarctic blue ice areas , 1999 .

[31]  R. Bintanja Surface heat budget of Antarctic snow and blue ice: Interpretation of spatial and temporal variability , 2000 .

[32]  D. Sugden,et al.  Do blue-ice moraines in the Heritage Range show the West Antarctic ice sheet survived the last interglacial? , 2012 .

[33]  J. Winther Spectral bi-directional reflectance of snow and glacier ice measured in Dronning Maud Land, Antarctica , 1994, Annals of Glaciology.

[34]  S. Warren,et al.  Snowball Earth: Ice thickness on the tropical ocean , 2002 .

[35]  Wei Li,et al.  Snow grain size retrieved from near‐infrared radiances at multiple wavelengths , 2001 .

[36]  C. Koeberl Iridium enrichment in volcanic dust from blue ice fields, Antarctica, and possible relevance to the K/T boundary event , 1989 .

[37]  K. Walsh Antarctic Meteorology and Climatology , 1998 .

[38]  Richard Bintanja,et al.  Meteorological conditions over Antarctic blue-ice areas and their influence on the local surface mass balance , 2001, Journal of Glaciology.

[39]  Michel Fily,et al.  Comparison of in situ and Landsat Thematic Mapper derived snow grain characteristics in the alps , 1997 .

[40]  D. Pollard,et al.  Comment on: Snowball Earth : A thin-ice solution with flowing sea glaciers. by David Pollard et. al., Authors' reply , 2006 .

[41]  L. Karlöf,et al.  Snow and blue-ice distribution patterns on the coastal Antarctic Ice Sheet , 2000, Antarctic Science.

[42]  R. Bindschadler,et al.  The Landsat Image Mosaic of Antarctica , 2008 .

[43]  Ted A. Scambos,et al.  Satellite monitoring of blue-ice extent near Byrd Glacier, Antarctica , 2004, Annals of Glaciology.

[44]  Jonathan L. Bamber,et al.  A new 1 km Digital Elevation Model of the Antarctic Derived From Combined Satellite Radar and Laser Data , 2008 .

[45]  C. Koeber Iridium enrichment in volcanic dust from blue ice fields , Antarctica , and possible relevance to the K / T boundary event , 2002 .

[46]  T. Neumann,et al.  Extent of low-accumulation 'wind glaze' areas on the East Antarctic plateau: implications for continental ice mass balance , 2012, Journal of Glaciology.

[47]  Orrin H. Pilkey,et al.  The Impact of Global Change , 2011 .

[48]  G. Delisle,et al.  Sub‐ice topography and meteorite finds near the Allan Hills and the Near Western Ice Field, Victoria Land, Antarctica , 1991 .

[49]  M. Bourot‐Denise,et al.  A collection of diverse micrometeorites recovered from 100 tonnes of Antarctic blue ice , 1991, Nature.

[50]  L. Boresjö Bronge,et al.  Ice and snow-type classification in the Vestfold Hills, East Antarctica, using Landsat-TM data and ground radiometer measurements , 1999 .

[51]  G. Weller Spatial and Temporal Variations in the South Polar Surface Energy Balance , 1980 .

[52]  S. Jonsson Local climate and mass balance of a blue-ice area in western Dronning Maud Land, Antarctica , 1990 .

[53]  K. Rasmus,et al.  The impact of global change on low-elevation blue-ice areas in Antarctica: a thermo-hydrodynamic modelling study , 2007, Annals of Glaciology.

[54]  M. Broeke,et al.  Summertime atmospheric circulation in the vicinity of a blue ice area in Queen Maud Land, Antarctica , 1995 .

[55]  Jan-Gunnar Winther,et al.  Blue-ice areas in Antarctica derived from NOAA AVHRR satellite data , 2001, Journal of Glaciology.

[56]  S. Warren,et al.  Comment on ``Snowball Earth: A thin-ice solution with flowing sea glaciers'' by David Pollard and James F. Kasting , 2006 .